The bootstrap. The Swiss army knife of any data scientist
Every measure must be followed by an error estimate. There’s no chance to avoid this. If I tell you “I’m 1,93 metres tall”, I’m not giving you any information about the precision of this measure. You could think that my precision is on the second decimal digit, but you can’t be sure.